5 citations · 14 across the 7 of their papers we have counts for
10 papers
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
Bert Moons, Parham Noorzad, Andrii Skliar +4
Current state-of-the-art Neural Architecture Search (NAS) methods neither efficiently scale to multiple hardware platforms, nor handle diverse architectural search-spaces. To remed…
Negligible Cooperation: Contrasting the Maximal- and Average-Error Cases
Parham Noorzad, Michael Langberg, Michelle Effros
In communication networks, cooperative strategies are coding schemes where network nodes work together to improve network performance metrics such as the total rate delivered acros…
The Birthday Problem and Zero-Error List Codes
Parham Noorzad, Michelle Effros, Michael Langberg +1
As an attempt to bridge the gap between the probabilistic world of classical information theory and the combinatorial world of zero-error information theory, this paper studies the…
Can Negligible Cooperation Increase Network Capacity? The Average-Error Case
Parham Noorzad, Michelle Effros, Michael Langberg
In communication networks, cooperative strategies are coding schemes where network nodes work together to improve network performance metrics such as sum-rate. This work studies en…
The Benefit of Encoder Cooperation in the Presence of State Information
Parham Noorzad, Michelle Effros, Michael Langberg
In many communication networks, the availability of channel state information at various nodes provides an opportunity for network nodes to work together, or "cooperate." This work…
The Unbounded Benefit of Encoder Cooperation for the -user MAC
Parham Noorzad, Michelle Effros, Michael Langberg
Cooperation strategies allow communication devices to work together to improve network capacity. Consider a network consisting of a -user multiple access channel (MAC) and a nod…
Can Negligible Cooperation Increase Network Reliability?
Parham Noorzad, Michelle Effros, Michael Langberg
In network cooperation strategies, nodes work together with the aim of increasing transmission rates or reliability. This paper demonstrates that enabling cooperation between the t…
The Multivariate Covering Lemma and its Converse
Parham Noorzad, Michelle Effros, Michael Langberg
The multivariate covering lemma states that given a collection of codebooks, each of sufficiently large cardinality and independently generated according to one of the marginal…
On the Cost and Benefit of Cooperation (Extended Version)
Parham Noorzad, Michelle Effros, Michael Langberg
In a cooperative coding scheme, network nodes work together to achieve higher transmission rates. To obtain a better understanding of cooperation, we consider a model in which two…
On the Power of Cooperation: Can a Little Help a Lot? (Extended Version)
Parham Noorzad, Michelle Effros, Michael Langberg +1
In this paper, we propose a new cooperation model for discrete memoryless multiple access channels. Unlike in prior cooperation models (e.g., conferencing encoders), where the tran…